{"id":"W2912974168","doi":"10.2196/11521","title":"Service Use History of Individuals Enrolling in a Web-Based Suicidal Ideation Treatment Trial: Analysis of Baseline Data","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Suicidal ideation; Medicine; Randomized controlled trial; Mental health; Odds; Psychiatry; Intervention (counseling); Suicide prevention; Poison control; Clinical psychology; Logistic regression; Medical emergency; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007394396,0.000303,0.001544524,0.001462994,0.0004829673,0.00096093,0.000396074,0.0007583332,0.002892198],"category_scores_gemma":[0.01500527,0.0004044476,0.001762009,0.001724149,0.0002699371,0.0009193859,0.0006551394,0.001232533,0.0003167874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005294005,"about_ca_system_score_gemma":0.0007064217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421069,"about_ca_topic_score_gemma":0.001808939,"domain_scores_codex":[0.9945399,0.002904274,0.000796427,0.0006855972,0.0007925182,0.0002811207],"domain_scores_gemma":[0.9878151,0.00478851,0.004684236,0.0008698556,0.0009808039,0.0008614704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01629158,0.0007262,0.9721428,0.0003122668,0.002403562,0.00007758524,0.000198726,0.0002238474,0.0002279833,0.00004602822,0.000754494,0.00659495],"study_design_scores_gemma":[0.001373995,0.003175822,0.9927073,0.00006542711,0.0007644675,0.0001272595,0.0001556475,0.00102636,0.0001098489,0.00006959035,0.0004031522,0.0000210804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937006,0.0008715491,0.0004195123,0.0000739024,0.00001543008,0.0006620043,0.003576907,0.0000172716,0.0006628221],"genre_scores_gemma":[0.9943311,0.000183014,0.0003906297,0.00005409689,0.00001950436,0.001486701,0.003196185,0.000006907153,0.0003317323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007394396,"threshold_uncertainty_score":0.03910583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179423553901732,"score_gpt":0.4033065499166278,"score_spread":0.2853641945264546,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}